The agenda for Legal AI: New York (Nov 20-21, 2025) is a direct response to the most pressing, real-world challenges that law firm leaders are facing right now.

Here’s a look at the critical conversations taking place and why you need to be in the room for them.

1. The Challenge: The Client Expectation Gap

The Real-World Problem: Your clients are not waiting. Corporate legal departments are already adopting AI, streamlining their operations, and analyzing their own data. They now expect their outside counsel to deliver the same (or better) efficiency, transparency, and value. The gap between what clients want and what most firms can deliver is widening, fast.

The Discussion You Can't Miss:

• "AI Confidential: What Your Corporate Clients Wish You Knew"
• Why You Need to Be Here: This keynote from Farrah Pepper, Chief Legal Innovation Counsel at Marsh McLennan, is a rare look behind the client's curtain. It’s a session dedicated to closing that expectation gap. Attending this is a crucial opportunity to understand what your clients are already doing with AI and how you must align your firm's strategy to remain an indispensable partner, not just a service provider.

2. The Challenge: Moving from "Toy" to "Tool" at Scale

The Real-World Problem: It’s one thing for an "innovation lab" to have a subscription to an AI tool. It’s another thing entirely to deploy it securely and effectively to hundreds (or thousands) of lawyers. This move from "pilot" to "production" is fraught with peril, raising immediate, high-stakes questions about security, data privacy, governance, and ethics.

The Discussions You Can't Miss:

• "Navigating the Legal AI Frontier: Ethics, Governance, and Security"
• "The Current State of AI Within Law Firms"
• Why You Need to Be Here: These sessions, featuring leaders from Thomson Reuters, White & Case, Atlas by ClearPeople  and Venable, are for the people who have to actually make AI work safely. Forget the marketing hype; this is where you'll discuss the practical frameworks for protecting client data, managing liability, and building the ethical guardrails that will satisfy your risk committee and your clients.

3. The Challenge: Your AI is Useless Without Your Data

The Real-World Problem: Firms are spending millions on AI tools only to discover a foundational truth: AI is only as good as the data it can access. Decades of unorganized, siloed documents, and "dark data" across myriad systems are the single biggest roadblock to unlocking AI's potential.

The Discussion You Can't Miss:

• "From Data Points to Data Maps: Building AI-Ready Knowledge Infrastructure"
• Why You Need to Be Here: This session, with Centari and KM leaders from Paul Hastings and McDermott Will & Schulte, tackles the most critical, unglamorous work in legal AI. If you are in Knowledge Management, IT, or Data Strategy, this is your session. You'll learn how to "map" your firm's deal and knowledge artifacts, making them queryable and reliable, the essential first step to building any high-value AI use case.

4. The Challenge: The "Adoption" Crisis

The Real-World Problem: You can buy the best tools, but they are worthless if your attorneys don't—or won't—use them. The billable hour model, innate skepticism, and a simple lack of time create a massive cultural hurdle. How do you turn your most brilliant lawyers into your most effective AI users?

The Discussion You Can't Miss:

• "Turning Lawyers Into Innovators"
• Why You Need to Be Here: Hear directly from Ropes & Gray and Harvey on how they are cracking the code of adoption. This isn't a theoretical change management talk; it’s a case study on how one of the world's top firms is partnering with its attorneys to build tailored AI agents. You'll learn what it takes to codify expertise and scale adoption across practice groups.

5. The Challenge: Proving the ROI

The Real-World Problem: Every Managing Partner is asking the same question: "What is the actual return on this massive investment?" You need to move beyond "efficiency" as a buzzword and show tangible, operational wins—not just in legal work, but in the business of law.

The Discussions You Can't Miss:

• "Beyond the Hype: Real AI Wins in the Business of Law"
• "Inside the AI Lab: Exploring Feasibility Studies"
• Why You Need to Be Here: These sessions, led by innovators from Ballard Spahr and Morgan Lewis & Bockius, are your new playbook for proving value. They cut through the hype to show real-world AI deployments in marketing, finance, and client experience. The Morgan Lewis "AI Lab" session will provide a framework for running short, effective feasibility studies to quickly determine what's possible and what's profitable.

6. The Challenge: What's Next Is Already Here

The Real-World Problem: While many are still mastering basic prompts, the technology has already leaped ahead. The next frontier is "AI agents", autonomous systems that can execute multi-step tasks. Firms that don't understand this shift will be strategically blindsided.

The Discussion You Can't Miss:

• "The Rise of Agents! Definitions, Tasks, and Getting Things Done"
• Why You Need to Be Here: This session from Damien Riehl (vLex) is your essential briefing on the immediate future. You'll move beyond the chatbot model to understand what agents are, how they will function in a legal context, and what it will take to manage them.

The conversations at Legal AI: New York 2025 are not abstract.

They are the practical, strategic, and risk-focused discussions you need to be having right now to navigate the most profound technological shift our industry has ever faced.